The news landed like a lead balloon. The scholarship, the lifeline that had kept her afloat, was a mistake. Her heart felt as though it had been physically wrenched from her chest. She pictured the deserving student, their hopes dashed by the university's error. She felt a profound sense of responsibility, of burden.

She spent the next few days in a daze, the details of the situation replaying in her mind. Her sleep was restless, filled with nightmares of shattered dreams. Her appetite vanished. She felt sick with guilt. She knew that the person, whose scholarship she had unknowingly usurped, was probably just like her.

She had to do something. She started to reach out to different charities and organizations, asking for advice. She also began writing a letter to the university. She wrote it over and over again, crafting it until it felt right. She wanted to help make amends.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344